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Bahri Batuhan Bilecen

MSc CS Student, Research Engineer
Bilkent University, Aselsan Inc.
batuhan.bilecen(at)bilkent.edu.tr


👋 Hi there!

I’m Batuhan, an MSc computer engineering student at Bilkent University and a full-time research engineer at Aselsan Inc. in Ankara, Türkiye. I received my electrical and electronics engineering BSc degree from Middle East Technical University (METU) with high honors in 2022, in Ankara, Türkiye.

I have worked on various topics throughout my undergraduate education: computer architecture, image signal processing, and computer vision, under the supervision of Prof. A. Aydin Alatan. Currently, I am focusing on my MSc thesis about inverting 3D generative models under the supervision of Asst. Prof. Aysegul Dundar.

My current research mainly revolves around computer vision with deep learning: deep generative networks and inverse problems in image restoration.

📚 Publications

  1. Identity Preserving 3D Head Stylization with Multiview Score Distillation
    Bahri Batuhan Bilecen, Ahmet Berke Gokmen, Furkan Guzelant, Aysegul Dundar
    arXiv Code Project Page in submission

  2. Dual Encoder GAN Inversion for High-Fidelity 3D Head Reconstruction from Single Images
    Bahri Batuhan Bilecen*, Ahmet Berke Gokmen*, Aysegul Dundar
    Conference on Neural Information Processing Systems (NeurIPS), 2024.
    arXiv Code Project Page

  3. Bayesian Conditioned Diffusion Models for Inverse Problems
    Alper Gungor, Bahri Batuhan Bilecen, Tolga Cukur
    arXiv in submission

  4. Reference-Based 3D-Aware Image Editing with Triplane
    Bahri Batuhan Bilecen, Yigit Yalin, Ning Yu, Aysegul Dundar
    Code Project Page in submission

  5. Diverse Inpainting and Editing with GAN Inversion
    Ahmet Burak Yildirim, Hamza Pehlivan, Bahri Batuhan Bilecen, Aysegul Dundar
    IEEE/CVF International Conference on Computer Vision (ICCV), 2023.
    arXiv Project Page

  6. Towards Clip-Free Quantized Super-Resolution Networks: How to Tame Representative Images
    Alperen Kalay, Bahri Batuhan Bilecen, Mustafa Ayazoglu
    British Machine Vision Conference (BMVC), 2023.
    arXiv

  7. Bicubic++ - Designing an Industry-Grade Super-Resolution Network
    Bahri Batuhan Bilecen and Mustafa Ayazoglu
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), NTIRE Workshop, 2023.
    arXiv Code Open Access Real-Time SR Track 2 Challange Winner

  8. XCAT - Lightweight Quantized Single Image Super-Resolution using Heterogeneous Group Convolutions and Cross Concatenation
    Mustafa Ayazoglu and Bahri Batuhan Bilecen
    European Conference on Computer Vision (ECCV), Advances in Image Manipulation (AIM) Workshop, 2022.
    arXiv Open Access

  9. Efficient Multi-Purpose Cross Attention-Based Image Alignment Block for Edge Devices
    Bahri Batuhan Bilecen, Alparslan Fisne, Mustafa Ayazoglu
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Embedded Vision Workshop, 2022.
    arXiv Open Access


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